MRI segmentation and classification of human brain using deep learning for diagnosis of Alzheimer's disease: a survey

N Yamanakkanavar, JY Choi, B Lee - Sensors, 2020 - mdpi.com
Many neurological diseases and delineating pathological regions have been analyzed, and
the anatomical structure of the brain researched with the aid of magnetic resonance imaging …

Role of MRI‑based radiomics in locally advanced rectal cancer

S Zhang, M Yu, D Chen, P Li… - Oncology …, 2022 - spandidos-publications.com
Colorectal cancer is the third most common type of cancer, with high morbidity and mortality
rates. In particular, locally advanced rectal cancer (LARC) is difficult to treat and has a high …

A novel M-SegNet with global attention CNN architecture for automatic segmentation of brain MRI

N Yamanakkanavar, B Lee - Computers in Biology and Medicine, 2021 - Elsevier
In this paper, we propose a novel M-SegNet architecture with global attention for the
segmentation of brain magnetic resonance imaging (MRI). The proposed architecture …

Exploring the integration of nanotechnology in the development and application of biosensors for enhanced detection and monitoring of colorectal cancer

A Hajjafari, S Sadr, A Rahdar, M Bayat… - Inorganic Chemistry …, 2024 - Elsevier
As the third most severe cancer in the world, colorectal cancer (CRC) is of high concern to
global health concerns. Aging, unhealthy lifestyles, and genetic factors contribute to CRC …

Future of Alzheimer's disease: nanotechnology-based diagnostics and therapeutic approach

G Agraharam, N Saravanan, A Girigoswami… - BioNanoScience, 2022 - Springer
Alzheimer's disease (AD) is one of the neurodegenerative diseases that leads to the
deposition of amyloid plaques in the neuropil as well as outside the cells in the brain leading …

[18F] FDG PET/MRI in rectal cancer

F Crimi, S Valeggia, L Baffoni, R Stramare… - Annals of Nuclear …, 2021 - Springer
We conducted a systematic literature review on the use of [18F] FDG PET/MRI for
staging/restaging rectal cancer patients with PubMed, Scopus, and Web of Science, based …

PET/MRI in colorectal and anal cancers: an update

VS Jayaprakasam, S Ince, G Suman, P Nepal… - Abdominal …, 2023 - Springer
Positron emission tomography (PET) in the era of personalized medicine has a unique role
in the management of oncological patients and offers several advantages over standard …

SM-SegNet: A lightweight squeeze M-SegNet for tissue segmentation in brain MRI scans

N Yamanakkanavar, JY Choi, B Lee - Sensors, 2022 - mdpi.com
In this paper, we propose a novel squeeze M-SegNet (SM-SegNet) architecture featuring a
fire module to perform accurate as well as fast segmentation of the brain on magnetic …

Update on Positron Emission Tomography/Magnetic Resonance Imaging: Cancer and Inflammation Imaging in the Clinic

P Sabeghi, S Katal, M Chen, F Taravat… - Magnetic …, 2023 - mri.theclinics.com
Multimodal molecular imaging has revolutionized both clinical practice and biomedical
research. PET/CT performed using the positron emission tomography (PET) radiotracer 18F …

The role of preoperative imaging in the detection of lateral lymph node metastases in rectal cancer: a systematic review and diagnostic test meta-analysis

S Rooney, J Meyer, Z Afzal, J Ashcroft… - Diseases of the Colon …, 2022 - journals.lww.com
BACKGROUND: Different techniques exist for the imaging of lateral lymph nodes in rectal
cancer. OBJECTIVE: This study aimed to compare the diagnostic accuracy of pelvic MRI, 18 …